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Physics-Informed Deep-Learning Prediction of Tropical Cyclone Wind Size in the Western North Pacific

郭瑞琛 徐晶 杨赤 周明珠

气象学报(英文版)2026,Vol.40Issue(3):636-652,17.
气象学报(英文版)2026,Vol.40Issue(3):636-652,17.DOI:10.1007/s13351-026-5259-6

Physics-Informed Deep-Learning Prediction of Tropical Cyclone Wind Size in the Western North Pacific

Physics-Informed Deep-Learning Prediction of Tropical Cyclone Wind Size in the Western North Pacific

郭瑞琛 1徐晶 1杨赤 1周明珠1

作者信息

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摘要

关键词

tropical cyclone size/size forecast/long short-term memory(LSTM)/radial wind profile

Key words

tropical cyclone size/size forecast/long short-term memory(LSTM)/radial wind profile

引用本文复制引用

郭瑞琛,徐晶,杨赤,周明珠..Physics-Informed Deep-Learning Prediction of Tropical Cyclone Wind Size in the Western North Pacific[J].气象学报(英文版),2026,40(3):636-652,17.

基金项目

Supported by the National Key Research and Development Program of China(2022YFC3004200),Shandong Provincial Natural Sci-ence Foundation(ZR2024LQX003),and Science and Technology Development Fund of Chinese Academy of Meteorological Sciences(2024KJ019). (2022YFC3004200)

气象学报(英文版)

0894-0525

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